Frans Prathama

About Me

Frans Prathama is a researcher in the field of data analytics. He is currently working as a Junior Research Engineer at IOChord, Busan, South Korea. In 2021, Frans received his master degree (M.Eng) from Hankuk University of Foreign Studies, Republic of Korea in the field of Data Analytics. Previously, he has been worked as Logistic Controlling specialist at PT. Wings Surya, Indonesia for over than 2 years.

Education

• Hankuk University of Foreign Studies, South Korea
  Industrial and Management Engineering Department
  M.Eng in Data Analytics, 2019-2021
  Advisor: Prof. Bernardo Nugroho Yahya, Prof. Seok-Lyong Lee
• Ma Chung University, Indonesia
  Informatics Engineering Department
  B.Cs - Bachelor of Computer Science, 2011-2015

Professional Experiences

• 2021.11 - Present : IOChord, Inc.
  Junior Research Engineer
  Busan, South Korea
• 2021.06 - 2021.10 : IOChord, Inc.
  (Intern) - Research Engineer
  Busan, South Korea
• 2019.03 - 2021.02 : Hankuk University of Foreign Studies
  Data and Business Analytics Lab.
  Graduate Research Assistant
  Yongin, South Korea
• 2016.06 - 2019.01 : PT Wings Surya (Wings Group)
  Supply Chain Department (SCM) - Logistic Controlling Specialist
  Surabaya, Indonesia
• 2014 - 2015 : Universitas Ma Chung
  (Intern) - Project Documentation and Support
  Malang, Indonesia

Publications

[International Journal]

1. Personalized Recommendation by Matrix Co-Factorization with Multiple Implicit Feedback on Pairwise Comparison
   Frans Prathama, Wenny Franciska S, Bernardo NY, and Jei-zheng Wu
   Computer & Industrial Engineering, 2020
   PDF

[International Conference]

1. A Multi-case Perspective Analytical Framework for Discovering Human Daily Behavior from Sensors using Process Mining
   Frans Prathama, Bernardo NY, and Seok-Lyong Lee
   2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC)
   PDF
2. Analysis Framework for Next-Items Recommendation using Local Process Model on a Pairwise Comparison Dataset
   Frans Prathama, Wenny FS, Bernardo NY, and Jei-zheng Wu
   International Symposium on Industry3.5 and Intelligent Manufacturing (2019, Taiwan)
   (Best Paper Award)
   PDF Poster
3. Trace Clustering Exploration for Detecting Sudden Drift: A Case Study in Logistic Process
   Frans Prathama, Bernardo Nugroho Yahya, Danny Darmawan Harjono, and Mahendrawathi ER
   The Fifth Information Systems International Conference (2019, Indonesia)
   PDF

[Domestic Conference]

1. Automated RULA for a Sequence Activities based on Sensor Data
   Wenny Franciska S, Frans Prathama, Feri Setiawan, Aria Ghora P, Bernardo NY, and Seok-Lyong Lee
   대한산업공학회 추계학술대회(2020, South Korea)
   PDF
2. Analysis Framework for Discovering Multiple Case Perspective Human Behavior Model
   Frans Prathama, and Bernardo Nugroho Yahya
   대한산업공학회 추계학술대회 (2019, South Korea)
   PDF
3. Process Discovery on Assembly Process using Multimodal Human Activity Recognition
   차형주, 박현우, Wenny Franciska S, Aria Ghora P, Feri Setiawan, Frans Prathama, Bernardo Nugroho Yahya, and Seok-Lyong Lee
   대한산업공학회 추계학술대회 (2019, South Korea)
   PDF
4. Multimodal Human Activity Recognition using Multi-label Learning Approach
   Wenny Franciska S, Feri Setiawan, Aria Ghora P, Frans Prathama, 박현우, 차형주, Bernardo NY, and Seok-Lyong Lee
   Summer Conference of Society for Compututational Design and Engineering (2019, South Korea)
   (Poster Session) PDF

Domestic Patent

1. SYSTEM AND METHOD FOR GENERATING MULTI-PERSPECTIVE EVENT LOGS
   Sanghwa Lee; Seokrae Won; Sutrisnowati, Riska Asriana; Pulshashi, Iq Reviessay; Prathama Frans; Unjae Kim
   Granted Patent (10-2655198-0000), South Korea (KR) Patent

Talks / Presentations

1. Otot Sendi by VDMI Indonesia, "Special Edition of the 75th Indonesian Independence Day", 2020 (Online)
   News Video
2. Otot Sendi by VDMI Indonesia, "Belajar ala Drama Korea", 2020 (Instagram Live)
   News Poster

Activities

1. Daewoong Foundation, South Korea
   AI and Big Data Global Scholarship Program (2021.01 - 2021.03)
   Research Development Team - Recommender System Team

References

• Available on Request